GateXAIML / Recommended Books
Computer Vision
Why this subject matters: Computer vision powers everything from autonomous vehicles to medical imaging AI — a specialized but consistently in-demand skill at companies investing heavily in perception systems.
Standard reference
Computer Vision: A Modern Approach
A widely used academic textbook covering the classical foundations of computer vision — image formation, feature detection, and geometry — before the deep learning era took over the field.
Practice & problems
Practical Machine Learning for Computer Vision
An end-to-end, code-first guide to building real image ML pipelines — from data preparation through model deployment, written by Google engineers with production experience.
In-depth
Computer Vision: Algorithms and Applications
The most comprehensive computer vision reference available, covering both classical techniques and modern deep learning approaches in a single, thorough volume.
